Hello Frank, If your goal is to get the odds ratios, I recommend you to use PROC LOGISTIC. This PROC also enables you to change reference levels for your class variables. The reason why HPGLM node does not provide odds ratios is that it runs on the HPGENSELECT procedure. High-performance statistical procedures (procs start with HP) and EM nodes are designed for predictive modeling and other large-data tasks, they do not implement all of the inferential features that are available in corresponding traditional SAS procedures. Hope you find this useful! Funda ... View more